Run
6060478

Run 6060478

Task 20 (Supervised Classification) mfeat-pixel Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_KStar(2)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_KStar(2)_Eweka.attributeSelection.CfsSubsetEval -M -L -P 1 -E 1
weka.AttributeSelectedClassifier_KStar(2)_Sweka.attributeSelection.GreedyStepwise -C -T -1.7976931348623157E308 -N 53 -num-slots 1
weka.AttributeSelectedClassifier_KStar(2)_Wweka.classifiers.lazy.KStar
weka.KStar(6)_B5
weka.KStar(6)_Etrue
weka.KStar(6)_Mn

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1914.6423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0086
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.0709
UserCPU time millis
74380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
73310
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1070
Cross-validation details (10-fold Crossvalidation)